Topic: "ppo-agent"
pythonlessons/Reinforcement_Learning
Reinforcement learning tutorials
Language: Python - Size: 87 MB - Last synced at: 6 days ago - Pushed at: about 2 years ago - Stars: 384 - Forks: 155
bitsauce/Carla-ppo
This repository hosts a customized PPO based agent for Carla. The goal of this project is to make it easier to interact with and experiment in Carla with reinforcement learning based agents -- this, by wrapping Carla in a gym like environment that can handle custom reward functions, custom debug output, etc.
Language: Python - Size: 1.25 GB - Last synced at: 10 months ago - Pushed at: over 3 years ago - Stars: 223 - Forks: 57
davide97l/rl-policies-attacks-defenses
Adversarial attacks on Deep Reinforcement Learning (RL)
Language: Jupyter Notebook - Size: 346 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 72 - Forks: 12
abhilash1910/Deep_Reinforcement_Learning_Trading
Deep Reinforcement Learning for Trading
Language: Jupyter Notebook - Size: 2.92 MB - Last synced at: 6 days ago - Pushed at: over 2 years ago - Stars: 27 - Forks: 6
Atharv24/SnakeGym
Multi agent gym environment based on the classic Snake game with implementations of various reinforcement learning algorithms in pytorch
Language: Python - Size: 2.75 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 13 - Forks: 1
mohammadzainabbas/Reinforcement-Learning-CS
💡 Grasp - Pick-and-place with a robotic hand 👨🏻💻
Language: Jupyter Notebook - Size: 19.1 MB - Last synced at: 13 days ago - Pushed at: over 1 year ago - Stars: 11 - Forks: 4
7enTropy7/Racer_AI
Developed an highly customizable OpenAI gym environment and trained a stable_baselines3 PPO agent. Used the expert agent for Imitation Learning with DAgger
Language: Python - Size: 1.7 MB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 6 - Forks: 1
jookie/jojoBot
Financial trading strategies using deep reinforcement learning (DRL). It offers a frameworks for quantitative finance, enabling practitioners to create, test, and implement investments strategies.
Language: TypeScript - Size: 86.6 MB - Last synced at: 2 months ago - Pushed at: 8 months ago - Stars: 5 - Forks: 0
jfpettit/flare
Modular Reinforcement Learning in PyTorch.
Language: Python - Size: 27.4 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 1
c2d08y/LearningBot
A deep reinforcement learning Bot for https://kana.byha.top:444/
Language: Python - Size: 126 KB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 3 - Forks: 0
pranshurastogi29/BTC_mining_fees_optimization_RL
In this project, I have tried to use DeepRL for optimizing the selection of transactions done by the miner to increase the fee when they execute a block on the chain
Language: Jupyter Notebook - Size: 471 KB - Last synced at: about 1 month ago - Pushed at: almost 4 years ago - Stars: 3 - Forks: 1
dschori/Ackerbot
Reinforcement Learning based navigation
Language: Jupyter Notebook - Size: 107 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 3 - Forks: 0
QuantDevJayson/robo-credit-underwriter-multi-rl
AI-driven credit underwriting system combining Machine Learning (ML) & Reinforcement Learning (RL) to optimize loan approvals while managing risk: Credit Risk Prediction via Random Forest model; PPO & DQN for dynamic risk control; Custom OpenAI Gym Environment for simulating real-world lending scenarios & FastAPI real-time processing.
Language: Jupyter Notebook - Size: 3.01 MB - Last synced at: 6 days ago - Pushed at: 3 months ago - Stars: 2 - Forks: 0
fracapuano/Quinto
Repository for the final project of the "Computational Intelligence" course @ PoliTo, 2022/2023
Language: Python - Size: 20.1 MB - Last synced at: 25 days ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0
JulianCatnip/atst-walker-agent
Concept and development of a walking AT-ST Walker (Starwars) ML-agent.
Language: C# - Size: 20.8 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 1
RsGoksel/Snake-Game_PPO-Solution
Snake game environment integrated with OpenAI Gym. Proximal Policy Optimization (PPO) implementation for training. Visualization of training progress and agent performance. Easy to understand code.
Language: Jupyter Notebook - Size: 22.5 KB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 1
rohmatmret/microk8s-autoscaling
This project integrates MicroK8s (lightweight Kubernetes) with Reinforcement Learning (RL) for adaptive autoscaling in startups, reducing cloud costs by up to 30% compared to traditional solutions (HPA/CA).
Language: Python - Size: 514 KB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 0 - Forks: 0
emanuelegreco29/Toy_Model_RL
Toy model implementing various architectures to teach a generic point of mass to reach a static and/or dynamic target in a 3D space.
Language: Python - Size: 409 KB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 0 - Forks: 0
jookie/jojostock1
An adaptive Machine Reinforcement Learning (MRL) system is being developed to gather and analyze media data using web scraping, training models to predict outcomes in areas like stock market trends, sports events, and other performance domains. It continuously refines its strategies based on real-time data and evolving patterns.
Language: HTML - Size: 793 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 0 - Forks: 1
master-moose/RLTrader
Personal project - attempting to train an RL model to trade crypto/other markets
Language: Python - Size: 192 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0
su1phurd/UAV-WRF-LES-PPO-LSTM
无人机自主溯源甲烷羽流系统/Autonomous UAV Methane Plume Tracing System
Language: Python - Size: 14.8 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0
andrewimpellitteri/floor-cleaner-agent
An RL agent that finds an optimal policy of cleaning dirt off a floor with a power washer.
Language: Python - Size: 28.2 MB - Last synced at: 2 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0
Dmoore628/Autonomous_Reinforcement_Learning_Trader
Autonomous Reinforcement Learning Trader (ARLT) is a high-performance, PPO-based reinforcement learning system designed to consistently achieve 10x profit growth within a single trading day, using RL to ensure high-frequency execution, precision trading, and adaptive risk management.
Language: Python - Size: 1000 Bytes - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0
AnantVerma-58/Flappy-Bird
Flappy Bird using Reinforcement Learning
Language: Jupyter Notebook - Size: 316 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0
roeey777/Splendor-AI
AI agents for the boardgame Splendor
Language: Python - Size: 103 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0
PetropoulakisPanagiotis/igae
State Representations as Incentives for Reinforcement Learning Agents: A Sim2Real Analysis on Robotic Grasping
Language: Python - Size: 45.3 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0
strcoder4007/Mario-Reinforcement-Learning
Training a Mario reinforcement learning agent using Open AI Gym and Stable Baselines 3 PPO algorithm.
Language: Python - Size: 2.16 MB - Last synced at: 3 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0
ellkrauze/gc-ml
Performance Tuning using Reinforcement Learning
Language: Jupyter Notebook - Size: 11.8 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0
ImSOLty/On-The-Waves
🚤🏖️BOATS DO VZHHHHH BBBDROOM, BEEEEP, BEEEP, GNAA, HONK, VZHHHHHHHHHHHHHH🏖️🚤
Language: C# - Size: 346 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
navneet1083/textsum-tune
This project is based on fine-tuning LLM models (FLAN-T5) for text summarisation task using PEFT approach. All evaluation metrics being computed on ROUGE scoring and LoRA optimisation techniques being used for fine-tuning.
Language: Jupyter Notebook - Size: 24.4 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0
GerTheMessiah/Snake-AI
Short own implementation of the game snake. In this project I'am using the ray library together with ray tune and a custom PPO model.
Language: Python - Size: 11.3 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0
00Utkarsh00/ML-DOOM
Automated gaming using machine learning
Language: Jupyter Notebook - Size: 336 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0
harikris001/Super-Mario-Reinforcement_Learning
Reinforcement Learning in Super Mario using Pytorch and PPO
Language: Jupyter Notebook - Size: 11.8 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0
iamvigneshwars/ai-walkers-ppo-pytorch
AI agent learns to walk, run, hop and crawl with out any given data using proximal policy optimisation.
Language: Python - Size: 152 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0
